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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.


Popular Data Mining Courses and Certifications


  • Status: Free Trial
    Free Trial
    M

    Meta

    Database Structures and Management with MySQL

    Skills you'll gain: MySQL, Database Management, Stored Procedure, Database Design, Database Management Systems, Relational Databases, SQL, Database Development, Database Administration, Query Languages, Data Management, Data Integrity, Data Maintenance, Data Entry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    564 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    H

    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Transfer Learning, Verification And Validation, Data Quality

    3.6
    Rating, 3.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Foundations of Marketing Analytics

    Skills you'll gain: Social Media Analytics, Pivot Tables And Charts, Customer Analysis, Probability Distribution, Customer Demand Planning, Marketing Analytics, Demand Planning, Forecasting, Consumer Behaviour, Descriptive Statistics, Social Media Marketing, Customer Insights, Exploratory Data Analysis, Probability, Statistical Analysis, Target Market, Social Media, Data-Driven Marketing, Microsoft Excel, Marketing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    532 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Machine Learning: Random Forest with Python from Scratch©

    Skills you'll gain: Matplotlib, Random Forest Algorithm, Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Plot (Graphics), Data Visualization, Data Preprocessing, Machine Learning, Programming Principles, Data Manipulation, Data Cleansing, Data Transformation, Supervised Learning, Python Programming, Data Science, Model Training, Decision Tree Learning, NumPy, Pandas (Python Package)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Sheets - Advanced Topics

    Skills you'll gain: Google Sheets, Excel Formulas, Spreadsheet Software, Google Workspace, Data Validation, Data Visualization, Data Analysis Expressions (DAX), Productivity Software, Data Storytelling, Data Integration, Data Cleansing

    4.7
    Rating, 4.7 out of 5 stars
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    440 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    A

    AI CERTs

    Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, Multimodal Prompts, OpenAI, LLM Application, Generative AI, LangChain, Generative AI Agents, ChatGPT, AI literacy, Large Language Modeling, Vibe coding, AI Personalization, Debugging, Ideation, Productivity, Code Review, Computer Programming Tools

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Mathematical Biostatistics Boot Camp 1

    Skills you'll gain: Sampling (Statistics), Bayesian Statistics, Probability & Statistics, Statistical Inference, Statistical Methods, Statistics, Probability, Probability Distribution, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, R Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    544 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Kennesaw State University

    Cybersecurity and Its Ten Domains

    Skills you'll gain: Cybersecurity, IT Security Architecture, Network Security, Disaster Recovery, Application Security, Cyber Operations, Cryptography, Cyber Security Assessment, Information Systems Security, Cyber Risk, Encryption, Secure Coding, Systems Development Life Cycle, Security Controls, Cyber Governance, Security Management, Cyber Security Policies, Infrastructure Security, Security Awareness, Cryptographic Protocols

    4.4
    Rating, 4.4 out of 5 stars
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    2.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    T

    Tufts University

    Hypothesis Testing with Python and Excel

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Analytical Skills, Spreadsheet Software, Statistics, Business Analytics, Probability Distribution, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply AI Foundations with Python and AWS

    Skills you'll gain: Matplotlib, Artificial Intelligence, Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), NumPy, Pandas (Python Package), AI literacy, Model Evaluation, Machine Learning Methods, AI Workflows, Applied Machine Learning, Plot (Graphics), Data Preprocessing, Deep Learning, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, Python Programming, AWS CloudFormation

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    L

    Lund University

    Digital Business Models

    Skills you'll gain: Business Modeling, Digital Transformation, Digital Analysis, Innovation, Software As A Service, Software Development, Network Analysis, Business Strategy, Business Strategies, E-Commerce, Value Propositions, Decision Making, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    572 reviews

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data mining courses

  • Database Structures and Management with MySQL: Meta
  • Large Language Models: H2O.ai
  • Predicting Extreme Climate Behavior with Machine Learning : University of Colorado Boulder
  • Foundations of Marketing Analytics: Emory University
  • Machine Learning: Random Forest with Python from Scratch©: Packt
  • Google Sheets - Advanced Topics: Google Cloud
  • Prompt Engineering Mastery: AI CERTs
  • Mathematical Biostatistics Boot Camp 1: Johns Hopkins University
  • Cybersecurity and Its Ten Domains: Kennesaw State University
  • Hypothesis Testing with Python and Excel: Tufts University

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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